{"meta":{"query_hash":"58adf106a2d7","filters":{"venue":"Системи управління навігації та зв’язку Збірник наукових праць"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/58adf106a2d7","api":"https://metacan.xera.ac/api/v1/cohort?venue=%D0%A1%D0%B8%D1%81%D1%82%D0%B5%D0%BC%D0%B8+%D1%83%D0%BF%D1%80%D0%B0%D0%B2%D0%BB%D1%96%D0%BD%D0%BD%D1%8F+%D0%BD%D0%B0%D0%B2%D1%96%D0%B3%D0%B0%D1%86%D1%96%D1%97+%D1%82%D0%B0+%D0%B7%D0%B2%E2%80%99%D1%8F%D0%B7%D0%BA%D1%83+%D0%97%D0%B1%D1%96%D1%80%D0%BD%D0%B8%D0%BA+%D0%BD%D0%B0%D1%83%D0%BA%D0%BE%D0%B2%D0%B8%D1%85+%D0%BF%D1%80%D0%B0%D1%86%D1%8C"},"results":[{"id":"W2904067141","doi":"10.26906/sunz.2018.5.065","title":"АНАЛІЗ КОНСТРУКЦІЙ РЕСОРНИХ ПІДВІШУВАНЬ РЕЙКОВОГО МІСЬКОГО ЕЛЕКТРОРУХОМОГО СКЛАДУ","year":2018,"lang":"uk","type":"article","venue":"Системи управління навігації та зв’язку Збірник наукових праць","topic":"Railway Systems and Energy Efficiency","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.006447721849903788,"score_gpt":0.19742490699843082,"score_spread":0.19097718514852705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904067141","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13187698,0.02556857,0.23033774,0.003934175,0.0022358927,0.00041540904,0.0013762211,0.00079704577,0.603458],"genre_scores_gemma":[0.72853476,0.019374534,0.11942842,0.00030808066,0.00057795,0.0004971765,0.0006672693,0.00038317608,0.13022855],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990546,0.00012459405,0.00007535507,0.00015503552,0.00048258321,0.000107804124],"domain_scores_gemma":[0.9992823,0.00015590244,0.00011451145,0.00012041957,0.0002658044,0.00006117863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079260365,0.00041856177,0.00028102056,0.0018143981,0.0010388804,0.0031082472,0.00038510788,0.0006289089,0.020009931],"category_scores_gemma":[0.0015660042,0.00045267798,0.00040796146,0.0019289007,0.0017484631,0.0010955224,0.0009200882,0.0010164629,0.006418254],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022147129,0.000075941854,0.0049916157,0.0009398259,0.000037073172,0.0026999528,0.0047669476,0.0031952676,0.03500359,0.4459437,0.011764726,0.4903597],"study_design_scores_gemma":[0.000041910276,0.00017950703,0.015223802,0.0004363392,0.00008531931,0.0042024422,0.0035391436,0.0025812073,0.021554658,0.108942054,0.8430756,0.00013795108],"about_ca_topic_score_codex":0.004540382,"about_ca_topic_score_gemma":0.0058556427,"teacher_disagreement_score":0.020009931,"about_ca_system_score_codex":0.0013198421,"about_ca_system_score_gemma":0.0024810466,"threshold_uncertainty_score":0.06693989},"labels":[],"label_agreement":null},{"id":"W2947917231","doi":"10.26906/sunz.2019.2.032","title":"ЕНЕРГООЩАДНИЙ ІНКУБАТОР ДЛЯ ФЕРМЕРСЬКИХ ТА ПРИСАДИБНИХ ГОСПОДАРСТВ","year":2019,"lang":"uk","type":"article","venue":"Системи управління навігації та зв’язку Збірник наукових праць","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Medicine","score_opus":0.004536673029199115,"score_gpt":0.1802645585106479,"score_spread":0.1757278854814488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947917231","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20607145,0.018356321,0.28620782,0.0016119166,0.0011697952,0.00034571544,0.0007546062,0.001117173,0.48436522],"genre_scores_gemma":[0.766493,0.010167007,0.14432533,0.00009580667,0.0001926825,0.0003058936,0.0005707165,0.00028678414,0.07756268],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995065,0.00009853673,0.000021217307,0.00009478273,0.00021382241,0.000065061016],"domain_scores_gemma":[0.9996885,0.000070386515,0.00006331214,0.000054737768,0.000092044145,0.00003107908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040361116,0.0003886179,0.00033438441,0.0011675651,0.0010466439,0.0027945428,0.00041853485,0.00039425245,0.0104233],"category_scores_gemma":[0.0010526377,0.00031015242,0.0003614758,0.0015609463,0.0011376077,0.00096484215,0.00067195727,0.00063908694,0.0045565097],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022090507,0.00008946071,0.007196347,0.00058337767,0.000036272195,0.0018047999,0.00400416,0.0074728476,0.027811859,0.36499065,0.009048819,0.57674044],"study_design_scores_gemma":[0.000022116072,0.00023539977,0.02355136,0.00027017383,0.00006985692,0.0031489716,0.0031953244,0.010171623,0.015786199,0.07746757,0.8659554,0.00012597063],"about_ca_topic_score_codex":0.0044627544,"about_ca_topic_score_gemma":0.004612174,"teacher_disagreement_score":0.0104233,"about_ca_system_score_codex":0.0013950525,"about_ca_system_score_gemma":0.0015375942,"threshold_uncertainty_score":0.034869432},"labels":[],"label_agreement":null},{"id":"W4302013326","doi":"10.26906/sunz.2022.3.104","title":"TECHNICAL ASPECTS OF AVIATION FIREFIGHTING IN ECOSYSTEMS: THE EXPERIENCE OF FOREIGN COUNTRIES","year":2022,"lang":"en","type":"article","venue":"Системи управління навігації та зв’язку Збірник наукових праць","topic":"Environmental and Industrial Safety","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Firefighting; Aviation; Aeronautics; China; Military aviation; Business; Engineering; Environmental resource management; Environmental science; Political science; Geography; Aerospace engineering","score_opus":0.0125908958634235,"score_gpt":0.21625935087955353,"score_spread":0.20366845501613004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302013326","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9301903,0.024500411,0.0009628974,0.0030352487,0.0004343332,0.000012595503,0.0000718034,0.000031489762,0.040760815],"genre_scores_gemma":[0.9733213,0.01453835,0.00045319917,0.0009680441,0.00009180518,0.000009721907,0.000055790984,0.000022498385,0.010539312],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992829,0.0002964379,0.000033073236,0.000059790713,0.00006614689,0.00026165217],"domain_scores_gemma":[0.9991529,0.00020904737,0.00012199395,0.000043396845,0.0001194842,0.00035317527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015721957,0.000495412,0.0002943433,0.00072298135,0.0025702666,0.002420937,0.00035742868,0.00089233194,0.0024193365],"category_scores_gemma":[0.0012090638,0.00015056311,0.00029544625,0.0013907632,0.0016026564,0.0016811643,0.0015805779,0.0009200563,0.0004793249],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005134572,0.0004292326,0.13385843,0.0017348388,0.00009210944,0.010520017,0.5234453,0.0024901924,0.0060733855,0.020358281,0.022495247,0.2779896],"study_design_scores_gemma":[0.000012484911,0.00065119256,0.11389532,0.00078543875,0.0000451387,0.0069975555,0.5027957,0.00040366003,0.001796744,0.0012615261,0.37125415,0.00010105938],"about_ca_topic_score_codex":0.00719716,"about_ca_topic_score_gemma":0.008123475,"teacher_disagreement_score":0.00719716,"about_ca_system_score_codex":0.001470471,"about_ca_system_score_gemma":0.0015978934,"threshold_uncertainty_score":0.014310539},"labels":[],"label_agreement":null}]}